Dataset statistics
| Number of variables | 28 |
|---|---|
| Number of observations | 2500 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 547.0 KiB |
| Average record size in memory | 224.1 B |
Variable types
| Categorical | 16 |
|---|---|
| Numeric | 12 |
csf_glucose_mg has constant value "" | Constant |
headache is highly imbalanced (54.0%) | Imbalance |
cd4 is highly imbalanced (53.9%) | Imbalance |
wbc is highly imbalanced (77.6%) | Imbalance |
days_art has 1174 (47.0%) zeros | Zeros |
Reproduction
| Analysis started | 2024-04-10 19:48:10.829468 |
|---|---|
| Analysis finished | 2024-04-10 19:48:54.587352 |
| Duration | 43.76 seconds |
| Software version | ydata-profiling vv4.7.0 |
| Download configuration | config.json |
age
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.7 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 7500 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 2006 | |
| 1.0 | 494 | 19.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 2006 | |
| 1.0 | 494 | 19.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4506 | |
| . | 2500 | |
| 1 | 494 | 6.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5000 | |
| Other Punctuation | 2500 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4506 | |
| 1 | 494 | 9.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2500 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7500 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 4506 | |
| . | 2500 | |
| 1 | 494 | 6.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7500 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 4506 | |
| . | 2500 | |
| 1 | 494 | 6.6% |
sex
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.7 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 7500 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1310 | |
| 0.0 | 1190 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 1310 | |
| 0.0 | 1190 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3690 | |
| . | 2500 | |
| 1 | 1310 | 17.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5000 | |
| Other Punctuation | 2500 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3690 | |
| 1 | 1310 | 26.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2500 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7500 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3690 | |
| . | 2500 | |
| 1 | 1310 | 17.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7500 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3690 | |
| . | 2500 | |
| 1 | 1310 | 17.5% |
on_art
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.7 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 7500 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 1421 | |
| 1.0 | 1079 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 1421 | |
| 1.0 | 1079 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3921 | |
| . | 2500 | |
| 1 | 1079 | 14.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5000 | |
| Other Punctuation | 2500 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3921 | |
| 1 | 1079 | 21.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2500 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7500 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3921 | |
| . | 2500 | |
| 1 | 1079 | 14.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7500 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3921 | |
| . | 2500 | |
| 1 | 1079 | 14.4% |
days_art
Real number (ℝ)
ZEROS 
| Distinct | 824 |
|---|---|
| Distinct (%) | 33.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 466.63 |
| Minimum | 0 |
|---|---|
| Maximum | 4199 |
| Zeros | 1174 |
| Zeros (%) | 47.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 10 |
| Q3 | 577 |
| 95-th percentile | 2418.05 |
| Maximum | 4199 |
| Range | 4199 |
| Interquartile range (IQR) | 577 |
Descriptive statistics
| Standard deviation | 838.32848 |
|---|---|
| Coefficient of variation (CV) | 1.7965593 |
| Kurtosis | 4.3565098 |
| Mean | 466.63 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 2.1745742 |
| Sum | 1166575 |
| Variance | 702794.64 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1174 | |
| 11 | 16 | 0.6% |
| 9 | 13 | 0.5% |
| 4 | 12 | 0.5% |
| 80 | 12 | 0.5% |
| 7 | 12 | 0.5% |
| 10 | 12 | 0.5% |
| 15 | 12 | 0.5% |
| 20 | 11 | 0.4% |
| 335 | 9 | 0.4% |
| Other values (814) | 1217 |
| Value | Count | Frequency (%) |
| 0 | 1174 | |
| 2 | 4 | 0.2% |
| 3 | 8 | 0.3% |
| 4 | 12 | 0.5% |
| 5 | 6 | 0.2% |
| 6 | 7 | 0.3% |
| 7 | 12 | 0.5% |
| 8 | 7 | 0.3% |
| 9 | 13 | 0.5% |
| 10 | 12 | 0.5% |
| Value | Count | Frequency (%) |
| 4199 | 1 | |
| 4149 | 1 | |
| 4105 | 1 | |
| 4095 | 1 | |
| 4042 | 1 | |
| 4024 | 1 | |
| 4021 | 1 | |
| 3993 | 1 | |
| 3976 | 1 | |
| 3956 | 1 |
temp
Real number (ℝ)
| Distinct | 1090 |
|---|---|
| Distinct (%) | 43.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.786191 |
| Minimum | 34.108662 |
|---|---|
| Maximum | 39.49784 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.7 KiB |
Quantile statistics
| Minimum | 34.108662 |
|---|---|
| 5-th percentile | 35.291977 |
| Q1 | 36.786191 |
| median | 36.786191 |
| Q3 | 36.786191 |
| 95-th percentile | 38.468001 |
| Maximum | 39.49784 |
| Range | 5.3891782 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.83021177 |
|---|---|
| Coefficient of variation (CV) | 0.022568571 |
| Kurtosis | 2.2609838 |
| Mean | 36.786191 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.25018637 |
| Sum | 91965.478 |
| Variance | 0.68925158 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 36.78619131 | 1401 | |
| 35.90000033 | 2 | 0.1% |
| 35.90000031 | 2 | 0.1% |
| 37.2000001 | 2 | 0.1% |
| 36.59999915 | 2 | 0.1% |
| 35.90000118 | 2 | 0.1% |
| 35.90000123 | 2 | 0.1% |
| 38.20000072 | 2 | 0.1% |
| 38.20000049 | 2 | 0.1% |
| 37.2000006 | 2 | 0.1% |
| Other values (1080) | 1081 |
| Value | Count | Frequency (%) |
| 34.10866231 | 1 | |
| 34.11097199 | 1 | |
| 34.11456313 | 1 | |
| 34.12320716 | 1 | |
| 34.12477316 | 1 | |
| 34.12522576 | 1 | |
| 34.15957181 | 1 | |
| 34.16460264 | 1 | |
| 34.18154067 | 1 | |
| 34.18697491 | 1 |
| Value | Count | Frequency (%) |
| 39.49784048 | 1 | |
| 39.47138576 | 1 | |
| 39.4686203 | 1 | |
| 39.4669508 | 1 | |
| 39.46289554 | 1 | |
| 39.45752755 | 1 | |
| 39.4566103 | 1 | |
| 39.45546645 | 1 | |
| 39.42697686 | 1 | |
| 39.40254161 | 1 |
gcs
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.7 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 7500 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1780 | |
| 0.0 | 720 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 1780 | |
| 0.0 | 720 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3220 | |
| . | 2500 | |
| 1 | 1780 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5000 | |
| Other Punctuation | 2500 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3220 | |
| 1 | 1780 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2500 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7500 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3220 | |
| . | 2500 | |
| 1 | 1780 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7500 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3220 | |
| . | 2500 | |
| 1 | 1780 |
weight
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.7 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 7500 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1540 | |
| 0.0 | 960 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 1540 | |
| 0.0 | 960 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3460 | |
| . | 2500 | |
| 1 | 1540 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5000 | |
| Other Punctuation | 2500 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3460 | |
| 1 | 1540 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2500 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7500 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3460 | |
| . | 2500 | |
| 1 | 1540 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7500 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3460 | |
| . | 2500 | |
| 1 | 1540 |
fever
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.7 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 7500 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 1605 | |
| 1.0 | 895 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 1605 | |
| 1.0 | 895 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4105 | |
| . | 2500 | |
| 1 | 895 | 11.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5000 | |
| Other Punctuation | 2500 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4105 | |
| 1 | 895 | 17.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2500 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7500 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 4105 | |
| . | 2500 | |
| 1 | 895 | 11.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7500 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 4105 | |
| . | 2500 | |
| 1 | 895 | 11.9% |
dur_fever
Real number (ℝ)
| Distinct | 76 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.432129 |
| Minimum | 1 |
|---|---|
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 17 |
| median | 26.432129 |
| Q3 | 26.432129 |
| 95-th percentile | 68 |
| Maximum | 99 |
| Range | 98 |
| Interquartile range (IQR) | 9.4321285 |
Descriptive statistics
| Standard deviation | 17.823795 |
|---|---|
| Coefficient of variation (CV) | 0.67432312 |
| Kurtosis | 5.3973883 |
| Mean | 26.432129 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.0863755 |
| Sum | 66080.321 |
| Variance | 317.68768 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 26.43212851 | 1255 | |
| 14 | 211 | 8.4% |
| 30 | 166 | 6.6% |
| 7 | 166 | 6.6% |
| 21 | 82 | 3.3% |
| 2 | 40 | 1.6% |
| 4 | 38 | 1.5% |
| 3 | 34 | 1.4% |
| 10 | 33 | 1.3% |
| 11 | 33 | 1.3% |
| Other values (66) | 442 | 17.7% |
| Value | Count | Frequency (%) |
| 1 | 16 | 0.6% |
| 2 | 40 | 1.6% |
| 3 | 34 | 1.4% |
| 4 | 38 | 1.5% |
| 5 | 22 | 0.9% |
| 6 | 9 | 0.4% |
| 7 | 166 | |
| 8 | 6 | 0.2% |
| 9 | 5 | 0.2% |
| 10 | 33 | 1.3% |
| Value | Count | Frequency (%) |
| 99 | 4 | 0.2% |
| 98 | 1 | < 0.1% |
| 97 | 11 | 0.4% |
| 96 | 5 | 0.2% |
| 95 | 5 | 0.2% |
| 94 | 6 | 0.2% |
| 93 | 6 | 0.2% |
| 92 | 3 | 0.1% |
| 91 | 9 | 0.4% |
| 90 | 31 |
headache
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.7 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 7500 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 2257 | |
| 0.0 | 243 | 9.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 2257 | |
| 0.0 | 243 | 9.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2743 | |
| . | 2500 | |
| 1 | 2257 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5000 | |
| Other Punctuation | 2500 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2743 | |
| 1 | 2257 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2500 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7500 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2743 | |
| . | 2500 | |
| 1 | 2257 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7500 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2743 | |
| . | 2500 | |
| 1 | 2257 |
dur_headache
Real number (ℝ)
| Distinct | 75 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.067735 |
| Minimum | 2 |
|---|---|
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.7 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 10 |
| median | 14 |
| Q3 | 30 |
| 95-th percentile | 71.15 |
| Maximum | 99 |
| Range | 97 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 21.468232 |
|---|---|
| Coefficient of variation (CV) | 0.89199218 |
| Kurtosis | 3.0559342 |
| Mean | 24.067735 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 1.8126979 |
| Sum | 60169.339 |
| Variance | 460.88498 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14 | 526 | |
| 30 | 511 | |
| 7 | 348 | |
| 21 | 242 | |
| 60 | 143 | 5.7% |
| 10 | 107 | 4.3% |
| 3 | 67 | 2.7% |
| 4 | 67 | 2.7% |
| 5 | 46 | 1.8% |
| 2 | 41 | 1.6% |
| Other values (65) | 402 |
| Value | Count | Frequency (%) |
| 2 | 41 | 1.6% |
| 3 | 67 | 2.7% |
| 4 | 67 | 2.7% |
| 5 | 46 | 1.8% |
| 6 | 15 | 0.6% |
| 7 | 348 | |
| 8 | 4 | 0.2% |
| 9 | 24 | 1.0% |
| 10 | 107 | 4.3% |
| 11 | 6 | 0.2% |
| Value | Count | Frequency (%) |
| 99 | 15 | |
| 98 | 7 | |
| 97 | 12 | |
| 96 | 4 | 0.2% |
| 95 | 13 | |
| 94 | 9 | |
| 93 | 5 | 0.2% |
| 92 | 12 | |
| 91 | 13 | |
| 90 | 16 |
vischange
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.7 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 7500 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 1698 | |
| 1.0 | 802 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 1698 | |
| 1.0 | 802 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4198 | |
| . | 2500 | |
| 1 | 802 | 10.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5000 | |
| Other Punctuation | 2500 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4198 | |
| 1 | 802 | 16.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2500 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7500 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 4198 | |
| . | 2500 | |
| 1 | 802 | 10.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7500 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 4198 | |
| . | 2500 | |
| 1 | 802 | 10.7% |
dur_vischange
Real number (ℝ)
| Distinct | 50 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.7264 |
| Minimum | 0 |
|---|---|
| Maximum | 60 |
| Zeros | 4 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 6 |
| median | 8 |
| Q3 | 14 |
| 95-th percentile | 33 |
| Maximum | 60 |
| Range | 60 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 10.594057 |
|---|---|
| Coefficient of variation (CV) | 0.83244725 |
| Kurtosis | 4.7366215 |
| Mean | 12.7264 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 1.9232989 |
| Sum | 31816 |
| Variance | 112.23404 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 591 | |
| 14 | 519 | |
| 21 | 240 | |
| 5 | 185 | 7.4% |
| 4 | 150 | 6.0% |
| 3 | 143 | 5.7% |
| 30 | 97 | 3.9% |
| 10 | 81 | 3.2% |
| 1 | 67 | 2.7% |
| 2 | 56 | 2.2% |
| Other values (40) | 371 |
| Value | Count | Frequency (%) |
| 0 | 4 | 0.2% |
| 1 | 67 | 2.7% |
| 2 | 56 | 2.2% |
| 3 | 143 | 5.7% |
| 4 | 150 | 6.0% |
| 5 | 185 | 7.4% |
| 6 | 36 | 1.4% |
| 7 | 591 | |
| 8 | 28 | 1.1% |
| 9 | 28 | 1.1% |
| Value | Count | Frequency (%) |
| 60 | 13 | |
| 59 | 6 | |
| 58 | 6 | |
| 57 | 8 | |
| 56 | 9 | |
| 54 | 5 | 0.2% |
| 52 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 44 | 3 | 0.1% |
| 43 | 1 | < 0.1% |
vomit
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.7 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 7500 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1359 | |
| 0.0 | 1141 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 1359 | |
| 0.0 | 1141 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3641 | |
| . | 2500 | |
| 1 | 1359 | 18.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5000 | |
| Other Punctuation | 2500 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3641 | |
| 1 | 1359 | 27.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2500 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7500 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3641 | |
| . | 2500 | |
| 1 | 1359 | 18.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7500 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3641 | |
| . | 2500 | |
| 1 | 1359 | 18.1% |
dur_vomit
Real number (ℝ)
| Distinct | 46 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.8636 |
| Minimum | 0 |
|---|---|
| Maximum | 60 |
| Zeros | 4 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 7 |
| Q3 | 14 |
| 95-th percentile | 30 |
| Maximum | 60 |
| Range | 60 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 8.4757613 |
|---|---|
| Coefficient of variation (CV) | 0.95624367 |
| Kurtosis | 4.5889095 |
| Mean | 8.8636 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.8867487 |
| Sum | 22159 |
| Variance | 71.83853 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 501 | |
| 14 | 423 | |
| 1 | 255 | |
| 4 | 255 | |
| 3 | 242 | |
| 2 | 215 | |
| 5 | 196 | 7.8% |
| 30 | 98 | 3.9% |
| 21 | 86 | 3.4% |
| 6 | 54 | 2.2% |
| Other values (36) | 175 | 7.0% |
| Value | Count | Frequency (%) |
| 0 | 4 | 0.2% |
| 1 | 255 | |
| 2 | 215 | |
| 3 | 242 | |
| 4 | 255 | |
| 5 | 196 | 7.8% |
| 6 | 54 | 2.2% |
| 7 | 501 | |
| 8 | 12 | 0.5% |
| 9 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 60 | 3 | |
| 56 | 1 | < 0.1% |
| 54 | 2 | |
| 53 | 2 | |
| 52 | 3 | |
| 51 | 1 | < 0.1% |
| 44 | 1 | < 0.1% |
| 43 | 1 | < 0.1% |
| 40 | 3 | |
| 37 | 2 |
cd4
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.7 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 7500 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 2256 | |
| 1.0 | 244 | 9.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 2256 | |
| 1.0 | 244 | 9.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4756 | |
| . | 2500 | |
| 1 | 244 | 3.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5000 | |
| Other Punctuation | 2500 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4756 | |
| 1 | 244 | 4.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2500 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7500 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 4756 | |
| . | 2500 | |
| 1 | 244 | 3.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7500 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 4756 | |
| . | 2500 | |
| 1 | 244 | 3.3% |
wbc
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.7 KiB |
| 0.0 | |
|---|---|
| 1.0 | 90 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 7500 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 2410 | |
| 1.0 | 90 | 3.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 2410 | |
| 1.0 | 90 | 3.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4910 | |
| . | 2500 | |
| 1 | 90 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5000 | |
| Other Punctuation | 2500 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4910 | |
| 1 | 90 | 1.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2500 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7500 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 4910 | |
| . | 2500 | |
| 1 | 90 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7500 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 4910 | |
| . | 2500 | |
| 1 | 90 | 1.2% |
hemoglobin
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.7 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 7500 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1445 | |
| 0.0 | 1055 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 1445 | |
| 0.0 | 1055 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3555 | |
| . | 2500 | |
| 1 | 1445 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5000 | |
| Other Punctuation | 2500 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3555 | |
| 1 | 1445 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2500 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7500 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3555 | |
| . | 2500 | |
| 1 | 1445 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7500 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3555 | |
| . | 2500 | |
| 1 | 1445 |
platelets
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.7 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 7500 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 2073 | |
| 0.0 | 427 | 17.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 2073 | |
| 0.0 | 427 | 17.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2927 | |
| . | 2500 | |
| 1 | 2073 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5000 | |
| Other Punctuation | 2500 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2927 | |
| 1 | 2073 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2500 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7500 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2927 | |
| . | 2500 | |
| 1 | 2073 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7500 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2927 | |
| . | 2500 | |
| 1 | 2073 |
sodium
Real number (ℝ)
| Distinct | 38 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 130.6108 |
| Minimum | 0 |
|---|---|
| Maximum | 148 |
| Zeros | 3 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 121 |
| Q1 | 127 |
| median | 130 |
| Q3 | 135 |
| 95-th percentile | 141 |
| Maximum | 148 |
| Range | 148 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 7.5816565 |
|---|---|
| Coefficient of variation (CV) | 0.0580477 |
| Kurtosis | 104.44292 |
| Mean | 130.6108 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -6.071343 |
| Sum | 326527 |
| Variance | 57.481516 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 128 | 247 | 9.9% |
| 130 | 212 | 8.5% |
| 127 | 164 | 6.6% |
| 131 | 163 | 6.5% |
| 133 | 157 | 6.3% |
| 134 | 141 | 5.6% |
| 132 | 136 | 5.4% |
| 137 | 130 | 5.2% |
| 129 | 125 | 5.0% |
| 138 | 107 | 4.3% |
| Other values (28) | 918 |
| Value | Count | Frequency (%) |
| 0 | 3 | 0.1% |
| 112 | 8 | 0.3% |
| 113 | 16 | |
| 114 | 7 | 0.3% |
| 115 | 2 | 0.1% |
| 116 | 8 | 0.3% |
| 117 | 2 | 0.1% |
| 118 | 7 | 0.3% |
| 119 | 6 | 0.2% |
| 120 | 33 |
| Value | Count | Frequency (%) |
| 148 | 11 | 0.4% |
| 147 | 9 | 0.4% |
| 146 | 16 | 0.6% |
| 145 | 28 | |
| 144 | 28 | |
| 143 | 15 | 0.6% |
| 142 | 6 | 0.2% |
| 141 | 24 | |
| 140 | 19 | |
| 139 | 43 |
potassium
Real number (ℝ)
| Distinct | 1511 |
|---|---|
| Distinct (%) | 60.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.0599634 |
| Minimum | 2.4147184 |
|---|---|
| Maximum | 6.5940444 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.7 KiB |
Quantile statistics
| Minimum | 2.4147184 |
|---|---|
| 5-th percentile | 3.1155245 |
| Q1 | 3.8272486 |
| median | 4.0599634 |
| Q3 | 4.2670071 |
| 95-th percentile | 4.9622841 |
| Maximum | 6.5940444 |
| Range | 4.179326 |
| Interquartile range (IQR) | 0.43975846 |
Descriptive statistics
| Standard deviation | 0.54997116 |
|---|---|
| Coefficient of variation (CV) | 0.1354621 |
| Kurtosis | 1.967185 |
| Mean | 4.0599634 |
| Median Absolute Deviation (MAD) | 0.21978714 |
| Skewness | 0.36719323 |
| Sum | 10149.908 |
| Variance | 0.30246828 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.05996335 | 839 | |
| 3.7 | 19 | 0.8% |
| 3.70000001 | 17 | 0.7% |
| 3.70000003 | 17 | 0.7% |
| 3.70000002 | 16 | 0.6% |
| 3.70000004 | 16 | 0.6% |
| 3.90000007 | 12 | 0.5% |
| 3.90000001 | 10 | 0.4% |
| 3.90000006 | 9 | 0.4% |
| 3.9 | 9 | 0.4% |
| Other values (1501) | 1536 |
| Value | Count | Frequency (%) |
| 2.41471838 | 1 | |
| 2.42461349 | 1 | |
| 2.42694203 | 1 | |
| 2.43928409 | 1 | |
| 2.4486286 | 1 | |
| 2.46022672 | 1 | |
| 2.49029053 | 1 | |
| 2.49667685 | 1 | |
| 2.5038628 | 1 | |
| 2.51436907 | 1 |
| Value | Count | Frequency (%) |
| 6.59404442 | 1 | |
| 6.54775973 | 1 | |
| 6.46287872 | 1 | |
| 6.45575378 | 1 | |
| 6.40971492 | 1 | |
| 6.40147523 | 1 | |
| 6.38743893 | 1 | |
| 6.21826332 | 1 | |
| 6.21213255 | 1 | |
| 6.17617521 | 1 |
csf_lactate
Real number (ℝ)
| Distinct | 87 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.1954 |
| Minimum | 1 |
|---|---|
| Maximum | 10.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 3.1 |
| Q3 | 4.6 |
| 95-th percentile | 7.205 |
| Maximum | 10.1 |
| Range | 9.1 |
| Interquartile range (IQR) | 3.6 |
Descriptive statistics
| Standard deviation | 2.2082621 |
|---|---|
| Coefficient of variation (CV) | 0.69107532 |
| Kurtosis | -0.20974314 |
| Mean | 3.1954 |
| Median Absolute Deviation (MAD) | 2.1 |
| Skewness | 0.74025094 |
| Sum | 7988.5 |
| Variance | 4.8764214 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 950 | |
| 3.8 | 84 | 3.4% |
| 4.1 | 58 | 2.3% |
| 3.2 | 52 | 2.1% |
| 3.5 | 50 | 2.0% |
| 3.3 | 49 | 2.0% |
| 3.1 | 45 | 1.8% |
| 3.7 | 43 | 1.7% |
| 3.4 | 40 | 1.6% |
| 5.9 | 40 | 1.6% |
| Other values (77) | 1089 |
| Value | Count | Frequency (%) |
| 1 | 950 | |
| 1.4 | 8 | 0.3% |
| 1.5 | 10 | 0.4% |
| 1.6 | 4 | 0.2% |
| 1.7 | 2 | 0.1% |
| 1.8 | 3 | 0.1% |
| 1.9 | 5 | 0.2% |
| 2 | 17 | 0.7% |
| 2.1 | 27 | 1.1% |
| 2.2 | 22 | 0.9% |
| Value | Count | Frequency (%) |
| 10.1 | 2 | 0.1% |
| 9.9 | 8 | |
| 9.8 | 4 | |
| 9.7 | 1 | < 0.1% |
| 9.6 | 2 | 0.1% |
| 9.5 | 2 | 0.1% |
| 9.4 | 5 | |
| 9.3 | 2 | 0.1% |
| 9.2 | 7 | |
| 9.1 | 7 |
csf_glucose_mg
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.7 KiB |
| 1.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 7500 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 2500 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 2500 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 2500 | |
| . | 2500 | |
| 0 | 2500 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5000 | |
| Other Punctuation | 2500 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 2500 | |
| 0 | 2500 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2500 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7500 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 2500 | |
| . | 2500 | |
| 0 | 2500 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7500 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 2500 | |
| . | 2500 | |
| 0 | 2500 |
csf_lymph
Real number (ℝ)
| Distinct | 70 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.184532 |
| Minimum | 2 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.7 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 39 |
| Q1 | 70 |
| median | 75.184532 |
| Q3 | 79 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 98 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 15.465355 |
|---|---|
| Coefficient of variation (CV) | 0.20569862 |
| Kurtosis | 3.3079161 |
| Mean | 75.184532 |
| Median Absolute Deviation (MAD) | 4.8154681 |
| Skewness | -1.0624786 |
| Sum | 187961.33 |
| Variance | 239.17719 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 75.18453189 | 1026 | |
| 100 | 314 | 12.6% |
| 70 | 222 | 8.9% |
| 75 | 150 | 6.0% |
| 65 | 123 | 4.9% |
| 80 | 112 | 4.5% |
| 60 | 58 | 2.3% |
| 90 | 40 | 1.6% |
| 30 | 37 | 1.5% |
| 32 | 31 | 1.2% |
| Other values (60) | 387 | 15.5% |
| Value | Count | Frequency (%) |
| 2 | 4 | |
| 4 | 2 | |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 10 | 2 | |
| 12 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 314 | |
| 99 | 4 | 0.2% |
| 98 | 6 | 0.2% |
| 97 | 5 | 0.2% |
| 96 | 15 | 0.6% |
| 95 | 18 | 0.7% |
| 94 | 6 | 0.2% |
| 92 | 13 | 0.5% |
| 91 | 1 | < 0.1% |
| 90 | 40 | 1.6% |
csf_amt_removed
Real number (ℝ)
| Distinct | 50 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.584 |
| Minimum | 0 |
|---|---|
| Maximum | 49 |
| Zeros | 3 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 12 |
| Q3 | 20 |
| 95-th percentile | 30 |
| Maximum | 49 |
| Range | 49 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 8.8385854 |
|---|---|
| Coefficient of variation (CV) | 0.60604672 |
| Kurtosis | 0.58397424 |
| Mean | 14.584 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.86586578 |
| Sum | 36460 |
| Variance | 78.120592 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 273 | 10.9% |
| 11 | 158 | 6.3% |
| 8 | 145 | 5.8% |
| 15 | 134 | 5.4% |
| 12 | 128 | 5.1% |
| 6 | 108 | 4.3% |
| 16 | 104 | 4.2% |
| 20 | 103 | 4.1% |
| 30 | 100 | 4.0% |
| 14 | 91 | 3.6% |
| Other values (40) | 1156 |
| Value | Count | Frequency (%) |
| 0 | 3 | 0.1% |
| 1 | 63 | |
| 2 | 62 | |
| 3 | 56 | 2.2% |
| 4 | 56 | 2.2% |
| 5 | 88 | |
| 6 | 108 | |
| 7 | 66 | |
| 8 | 145 | |
| 9 | 55 | 2.2% |
| Value | Count | Frequency (%) |
| 49 | 3 | |
| 48 | 3 | |
| 47 | 4 | |
| 46 | 3 | |
| 45 | 2 | |
| 44 | 3 | |
| 43 | 1 | < 0.1% |
| 42 | 2 | |
| 41 | 2 | |
| 40 | 4 |
viralload
Real number (ℝ)
| Distinct | 1201 |
|---|---|
| Distinct (%) | 48.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 354595.27 |
| Minimum | 5.2451017 |
|---|---|
| Maximum | 2987757.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.7 KiB |
Quantile statistics
| Minimum | 5.2451017 |
|---|---|
| 5-th percentile | 141.74299 |
| Q1 | 200269.16 |
| median | 354595.27 |
| Q3 | 354595.27 |
| 95-th percentile | 761840.63 |
| Maximum | 2987757.9 |
| Range | 2987752.6 |
| Interquartile range (IQR) | 154326.11 |
Descriptive statistics
| Standard deviation | 375304.8 |
|---|---|
| Coefficient of variation (CV) | 1.0584033 |
| Kurtosis | 20.796239 |
| Mean | 354595.27 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.0329897 |
| Sum | 8.8648817 × 108 |
| Variance | 1.4085369 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 354595.2691 | 1300 | |
| 790410.381 | 1 | < 0.1% |
| 228.9683969 | 1 | < 0.1% |
| 260799.3659 | 1 | < 0.1% |
| 617932.9554 | 1 | < 0.1% |
| 174286.9538 | 1 | < 0.1% |
| 236.0772375 | 1 | < 0.1% |
| 274140.3806 | 1 | < 0.1% |
| 11739.93221 | 1 | < 0.1% |
| 928815.846 | 1 | < 0.1% |
| Other values (1191) | 1191 |
| Value | Count | Frequency (%) |
| 5.2451017 | 1 | |
| 8.61387853 | 1 | |
| 13.69092254 | 1 | |
| 19.00448501 | 1 | |
| 19.01067912 | 1 | |
| 19.01081377 | 1 | |
| 19.01235643 | 1 | |
| 19.02209356 | 1 | |
| 19.03786565 | 1 | |
| 19.05002063 | 1 |
| Value | Count | Frequency (%) |
| 2987757.872 | 1 | |
| 2935316.445 | 1 | |
| 2912330.859 | 1 | |
| 2905267.625 | 1 | |
| 2896901.264 | 1 | |
| 2847887.175 | 1 | |
| 2847205.024 | 1 | |
| 2839270.357 | 1 | |
| 2809659.955 | 1 | |
| 2772014.697 | 1 |
artnaive
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.7 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 7500 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1348 | |
| 0.0 | 1152 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 1348 | |
| 0.0 | 1152 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3652 | |
| . | 2500 | |
| 1 | 1348 | 18.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5000 | |
| Other Punctuation | 2500 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3652 | |
| 1 | 1348 | 27.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2500 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7500 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3652 | |
| . | 2500 | |
| 1 | 1348 | 18.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7500 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3652 | |
| . | 2500 | |
| 1 | 1348 | 18.0% |
Label
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.7 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2500 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 2101 | |
| 0 | 399 | 16.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 2101 | |
| 0 | 399 | 16.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 2101 | |
| 0 | 399 | 16.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2500 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 2101 | |
| 0 | 399 | 16.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2500 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 2101 | |
| 0 | 399 | 16.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2500 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 2101 | |
| 0 | 399 | 16.0% |
| Label | age | artnaive | cd4 | csf_amt_removed | csf_lactate | csf_lymph | days_art | dur_fever | dur_headache | dur_vischange | dur_vomit | fever | gcs | headache | hemoglobin | on_art | platelets | potassium | sex | sodium | temp | viralload | vischange | vomit | wbc | weight | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Label | 1.000 | 0.017 | 0.000 | 0.013 | 0.001 | -0.083 | 0.011 | -0.027 | 0.021 | -0.034 | -0.018 | -0.017 | 0.060 | 0.203 | 0.000 | 0.000 | 0.000 | 0.071 | 0.013 | 0.000 | 0.063 | -0.025 | -0.009 | 0.051 | 0.052 | 0.043 | 0.034 |
| age | 0.017 | 1.000 | 0.010 | 0.000 | -0.017 | 0.043 | -0.010 | -0.015 | 0.016 | 0.013 | -0.017 | -0.018 | 0.000 | 0.004 | 0.074 | 0.000 | 0.000 | 0.000 | 0.041 | 0.012 | 0.057 | -0.006 | 0.028 | 0.000 | 0.000 | 0.099 | 0.017 |
| artnaive | 0.000 | 0.010 | 1.000 | 0.014 | 0.046 | -0.001 | 0.006 | 0.027 | -0.029 | -0.022 | -0.028 | -0.055 | 0.027 | 0.010 | 0.012 | 0.000 | 0.470 | 0.048 | 0.017 | 0.000 | 0.056 | -0.002 | 0.006 | 0.000 | 0.072 | 0.000 | 0.022 |
| cd4 | 0.013 | 0.000 | 0.014 | 1.000 | -0.073 | 0.025 | 0.039 | 0.014 | 0.011 | -0.000 | -0.008 | -0.045 | 0.033 | 0.000 | 0.000 | 0.020 | 0.033 | 0.051 | 0.000 | 0.074 | -0.010 | 0.001 | -0.013 | 0.000 | 0.000 | 0.060 | 0.000 |
| csf_amt_removed | 0.001 | -0.017 | 0.046 | -0.073 | 1.000 | 0.016 | 0.017 | 0.018 | -0.058 | -0.016 | -0.034 | 0.050 | 0.073 | 0.089 | 0.076 | 0.000 | 0.000 | 0.050 | -0.004 | 0.023 | -0.041 | -0.012 | -0.021 | 0.000 | 0.059 | 0.038 | 0.066 |
| csf_lactate | -0.083 | 0.043 | -0.001 | 0.025 | 0.016 | 1.000 | 0.037 | 0.023 | -0.020 | 0.040 | 0.043 | 0.043 | 0.082 | 0.257 | 0.000 | 0.000 | 0.000 | 0.012 | -0.006 | 0.047 | -0.050 | 0.012 | 0.009 | 0.044 | 0.044 | 0.024 | 0.034 |
| csf_lymph | 0.011 | -0.010 | 0.006 | 0.039 | 0.017 | 0.037 | 1.000 | 0.050 | 0.027 | 0.034 | 0.044 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.057 | 0.032 | -0.004 | 0.021 | -0.061 | -0.011 | -0.000 | 0.000 | 0.000 | 0.047 | 0.000 |
| days_art | -0.027 | -0.015 | 0.027 | 0.014 | 0.018 | 0.023 | 0.050 | 1.000 | -0.007 | 0.012 | 0.039 | 0.009 | 0.000 | 0.000 | 0.000 | 0.049 | 0.073 | 0.000 | -0.004 | 0.032 | 0.019 | -0.006 | -0.009 | 0.031 | 0.000 | 0.000 | 0.000 |
| dur_fever | 0.021 | 0.016 | -0.029 | 0.011 | -0.058 | -0.020 | 0.027 | -0.007 | 1.000 | 0.095 | 0.117 | 0.056 | 0.051 | 0.051 | 0.071 | 0.000 | 0.052 | 0.002 | 0.019 | 0.037 | 0.034 | 0.012 | 0.008 | 0.032 | 0.039 | 0.000 | 0.033 |
| dur_headache | -0.034 | 0.013 | -0.022 | -0.000 | -0.016 | 0.040 | 0.034 | 0.012 | 0.095 | 1.000 | 0.394 | 0.279 | 0.000 | 0.042 | 0.052 | 0.048 | 0.037 | 0.071 | 0.011 | 0.030 | 0.017 | 0.011 | -0.034 | 0.109 | 0.088 | 0.095 | 0.014 |
| dur_vischange | -0.018 | -0.017 | -0.028 | -0.008 | -0.034 | 0.043 | 0.044 | 0.039 | 0.117 | 0.394 | 1.000 | 0.368 | 0.004 | 0.062 | 0.105 | 0.000 | 0.000 | 0.000 | 0.021 | 0.081 | 0.034 | 0.006 | -0.036 | 0.041 | 0.098 | 0.042 | 0.081 |
| dur_vomit | -0.017 | -0.018 | -0.055 | -0.045 | 0.050 | 0.043 | 0.002 | 0.009 | 0.056 | 0.279 | 0.368 | 1.000 | 0.000 | 0.096 | 0.047 | 0.062 | 0.024 | 0.064 | 0.008 | 0.000 | 0.029 | 0.001 | -0.037 | 0.080 | 0.066 | 0.034 | 0.034 |
| fever | 0.060 | 0.000 | 0.027 | 0.033 | 0.073 | 0.082 | 0.000 | 0.000 | 0.051 | 0.000 | 0.004 | 0.000 | 1.000 | 0.067 | 0.007 | 0.000 | 0.018 | 0.048 | -0.027 | 0.032 | -0.018 | 0.012 | 0.024 | 0.000 | 0.000 | 0.077 | 0.000 |
| gcs | 0.203 | 0.004 | 0.010 | 0.000 | 0.089 | 0.257 | 0.000 | 0.000 | 0.051 | 0.042 | 0.062 | 0.096 | 0.067 | 1.000 | 0.032 | 0.000 | 0.020 | 0.030 | 0.031 | 0.130 | 0.028 | 0.008 | -0.029 | 0.033 | 0.126 | 0.000 | 0.100 |
| headache | 0.000 | 0.074 | 0.012 | 0.000 | 0.076 | 0.000 | 0.000 | 0.000 | 0.071 | 0.052 | 0.105 | 0.047 | 0.007 | 0.032 | 1.000 | 0.000 | 0.000 | 0.000 | -0.006 | 0.013 | -0.013 | 0.002 | -0.050 | 0.037 | 0.000 | 0.053 | 0.046 |
| hemoglobin | 0.000 | 0.000 | 0.000 | 0.020 | 0.000 | 0.000 | 0.000 | 0.049 | 0.000 | 0.048 | 0.000 | 0.062 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | -0.021 | 0.000 | -0.000 | -0.019 | 0.009 | 0.000 | 0.014 | 0.013 | 0.000 |
| on_art | 0.000 | 0.000 | 0.470 | 0.033 | 0.000 | 0.000 | 0.057 | 0.073 | 0.052 | 0.037 | 0.000 | 0.024 | 0.018 | 0.020 | 0.000 | 0.000 | 1.000 | 0.040 | -0.009 | 0.019 | -0.013 | 0.012 | -0.009 | 0.000 | 0.035 | 0.000 | 0.000 |
| platelets | 0.071 | 0.000 | 0.048 | 0.051 | 0.050 | 0.012 | 0.032 | 0.000 | 0.002 | 0.071 | 0.000 | 0.064 | 0.048 | 0.030 | 0.000 | 0.000 | 0.040 | 1.000 | -0.008 | 0.021 | 0.015 | 0.010 | 0.021 | 0.000 | 0.057 | 0.059 | 0.000 |
| potassium | 0.013 | 0.041 | 0.017 | 0.000 | -0.004 | -0.006 | -0.004 | -0.004 | 0.019 | 0.011 | 0.021 | 0.008 | -0.027 | 0.031 | -0.006 | -0.021 | -0.009 | -0.008 | 1.000 | 0.018 | 0.013 | 0.015 | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 |
| sex | 0.000 | 0.012 | 0.000 | 0.074 | 0.023 | 0.047 | 0.021 | 0.032 | 0.037 | 0.030 | 0.081 | 0.000 | 0.032 | 0.130 | 0.013 | 0.000 | 0.019 | 0.021 | 0.018 | 1.000 | -0.050 | -0.003 | -0.028 | 0.009 | 0.064 | 0.000 | 0.169 |
| sodium | 0.063 | 0.057 | 0.056 | -0.010 | -0.041 | -0.050 | -0.061 | 0.019 | 0.034 | 0.017 | 0.034 | 0.029 | -0.018 | 0.028 | -0.013 | -0.000 | -0.013 | 0.015 | 0.013 | -0.050 | 1.000 | -0.009 | 0.012 | 0.000 | 0.025 | 0.000 | 0.040 |
| temp | -0.025 | -0.006 | -0.002 | 0.001 | -0.012 | 0.012 | -0.011 | -0.006 | 0.012 | 0.011 | 0.006 | 0.001 | 0.012 | 0.008 | 0.002 | -0.019 | 0.012 | 0.010 | 0.015 | -0.003 | -0.009 | 1.000 | 0.012 | 0.019 | 0.050 | 0.021 | 0.070 |
| viralload | -0.009 | 0.028 | 0.006 | -0.013 | -0.021 | 0.009 | -0.000 | -0.009 | 0.008 | -0.034 | -0.036 | -0.037 | 0.024 | -0.029 | -0.050 | 0.009 | -0.009 | 0.021 | 0.003 | -0.028 | 0.012 | 0.012 | 1.000 | 0.032 | 0.000 | 0.000 | 0.045 |
| vischange | 0.051 | 0.000 | 0.000 | 0.000 | 0.000 | 0.044 | 0.000 | 0.031 | 0.032 | 0.109 | 0.041 | 0.080 | 0.000 | 0.033 | 0.037 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.019 | 0.032 | 1.000 | 0.033 | 0.016 | 0.000 |
| vomit | 0.052 | 0.000 | 0.072 | 0.000 | 0.059 | 0.044 | 0.000 | 0.000 | 0.039 | 0.088 | 0.098 | 0.066 | 0.000 | 0.126 | 0.000 | 0.014 | 0.035 | 0.057 | 0.000 | 0.064 | 0.025 | 0.050 | 0.000 | 0.033 | 1.000 | 0.000 | 0.000 |
| wbc | 0.043 | 0.099 | 0.000 | 0.060 | 0.038 | 0.024 | 0.047 | 0.000 | 0.000 | 0.095 | 0.042 | 0.034 | 0.077 | 0.000 | 0.053 | 0.013 | 0.000 | 0.059 | 0.000 | 0.000 | 0.000 | 0.021 | 0.000 | 0.016 | 0.000 | 1.000 | 0.000 |
| weight | 0.034 | 0.017 | 0.022 | 0.000 | 0.066 | 0.034 | 0.000 | 0.000 | 0.033 | 0.014 | 0.081 | 0.034 | 0.000 | 0.100 | 0.046 | 0.000 | 0.000 | 0.000 | 0.000 | 0.169 | 0.040 | 0.070 | 0.045 | 0.000 | 0.000 | 0.000 | 1.000 |
| age | sex | on_art | days_art | temp | gcs | weight | fever | dur_fever | headache | dur_headache | vischange | dur_vischange | vomit | dur_vomit | cd4 | wbc | hemoglobin | platelets | sodium | potassium | csf_lactate | csf_glucose_mg | csf_lymph | csf_amt_removed | viralload | artnaive | Label | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.0 | 0.0 | 1.0 | 22.0 | 36.786191 | 0.0 | 0.0 | 1.0 | 11.000000 | 1.0 | 60.0 | 0.0 | 21.0 | 0.0 | 14.0 | 0.0 | 0.0 | 0.0 | 1.0 | 139.0 | 4.080910 | 4.8 | 1.0 | 75.184532 | 10.0 | 1.432357e+06 | 1.0 | 0 |
| 1 | 0.0 | 1.0 | 1.0 | 0.0 | 35.282291 | 1.0 | 1.0 | 1.0 | 26.432129 | 1.0 | 7.0 | 0.0 | 7.0 | 1.0 | 7.0 | 0.0 | 0.0 | 1.0 | 1.0 | 135.0 | 3.220714 | 1.0 | 1.0 | 75.184532 | 10.0 | 3.545953e+05 | 0.0 | 1 |
| 2 | 1.0 | 0.0 | 0.0 | 101.0 | 36.786191 | 1.0 | 0.0 | 0.0 | 26.432129 | 0.0 | 14.0 | 1.0 | 6.0 | 1.0 | 14.0 | 0.0 | 1.0 | 0.0 | 1.0 | 134.0 | 5.261970 | 1.0 | 1.0 | 75.184532 | 16.0 | 3.545953e+05 | 1.0 | 1 |
| 3 | 0.0 | 1.0 | 0.0 | 0.0 | 36.786191 | 1.0 | 1.0 | 0.0 | 14.000000 | 1.0 | 14.0 | 1.0 | 3.0 | 1.0 | 2.0 | 0.0 | 0.0 | 1.0 | 1.0 | 124.0 | 3.560370 | 3.0 | 1.0 | 75.184532 | 16.0 | 3.545953e+05 | 0.0 | 1 |
| 4 | 0.0 | 1.0 | 1.0 | 49.0 | 36.786191 | 0.0 | 0.0 | 0.0 | 26.432129 | 1.0 | 30.0 | 0.0 | 5.0 | 0.0 | 3.0 | 0.0 | 0.0 | 1.0 | 1.0 | 128.0 | 4.394712 | 3.8 | 1.0 | 75.184532 | 36.0 | 6.667831e+05 | 1.0 | 1 |
| 5 | 1.0 | 1.0 | 0.0 | 0.0 | 36.786191 | 1.0 | 0.0 | 1.0 | 26.432129 | 1.0 | 14.0 | 0.0 | 7.0 | 0.0 | 2.0 | 0.0 | 0.0 | 1.0 | 1.0 | 128.0 | 4.240180 | 5.1 | 1.0 | 75.184532 | 12.0 | 1.900449e+01 | 0.0 | 1 |
| 6 | 0.0 | 0.0 | 0.0 | 17.0 | 36.102352 | 1.0 | 1.0 | 0.0 | 11.000000 | 1.0 | 21.0 | 0.0 | 7.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 130.0 | 5.698516 | 4.1 | 1.0 | 75.184532 | 15.0 | 2.991052e+03 | 0.0 | 1 |
| 7 | 0.0 | 1.0 | 0.0 | 919.0 | 37.377193 | 1.0 | 1.0 | 1.0 | 2.000000 | 1.0 | 7.0 | 1.0 | 7.0 | 0.0 | 2.0 | 0.0 | 0.0 | 1.0 | 1.0 | 131.0 | 4.295070 | 3.1 | 1.0 | 75.184532 | 25.0 | 2.187597e+05 | 1.0 | 1 |
| 8 | 0.0 | 1.0 | 1.0 | 0.0 | 36.786191 | 1.0 | 1.0 | 0.0 | 26.432129 | 1.0 | 60.0 | 0.0 | 7.0 | 0.0 | 5.0 | 0.0 | 0.0 | 0.0 | 1.0 | 131.0 | 4.059963 | 3.7 | 1.0 | 75.184532 | 22.0 | 2.541902e+05 | 0.0 | 1 |
| 9 | 0.0 | 0.0 | 1.0 | 543.0 | 36.786191 | 0.0 | 1.0 | 1.0 | 75.000000 | 1.0 | 30.0 | 0.0 | 4.0 | 0.0 | 2.0 | 1.0 | 0.0 | 1.0 | 1.0 | 124.0 | 3.700000 | 7.4 | 1.0 | 75.184532 | 15.0 | 1.561214e+04 | 1.0 | 0 |
| age | sex | on_art | days_art | temp | gcs | weight | fever | dur_fever | headache | dur_headache | vischange | dur_vischange | vomit | dur_vomit | cd4 | wbc | hemoglobin | platelets | sodium | potassium | csf_lactate | csf_glucose_mg | csf_lymph | csf_amt_removed | viralload | artnaive | Label | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2490 | 0.0 | 1.0 | 0.0 | 1092.0 | 35.631497 | 1.0 | 0.0 | 0.0 | 26.432129 | 1.0 | 14.0 | 0.0 | 7.0 | 1.0 | 3.0 | 0.0 | 0.0 | 1.0 | 1.0 | 130.0 | 3.700000 | 1.0 | 1.0 | 80.000000 | 11.0 | 354595.26913 | 0.0 | 1 |
| 2491 | 0.0 | 1.0 | 1.0 | 0.0 | 36.786191 | 1.0 | 0.0 | 0.0 | 26.432129 | 1.0 | 93.0 | 1.0 | 3.0 | 1.0 | 5.0 | 1.0 | 0.0 | 1.0 | 0.0 | 134.0 | 4.059963 | 2.2 | 1.0 | 80.000000 | 10.0 | 354595.26913 | 0.0 | 1 |
| 2492 | 1.0 | 1.0 | 1.0 | 0.0 | 36.599866 | 1.0 | 1.0 | 1.0 | 26.432129 | 0.0 | 14.0 | 0.0 | 5.0 | 1.0 | 5.0 | 0.0 | 0.0 | 0.0 | 1.0 | 133.0 | 3.550389 | 3.8 | 1.0 | 70.000000 | 10.0 | 354595.26913 | 0.0 | 1 |
| 2493 | 0.0 | 0.0 | 0.0 | 0.0 | 37.059456 | 1.0 | 1.0 | 0.0 | 26.432129 | 1.0 | 6.0 | 0.0 | 3.0 | 0.0 | 6.0 | 0.0 | 0.0 | 1.0 | 1.0 | 120.0 | 4.321569 | 3.8 | 1.0 | 75.184532 | 24.0 | 346226.16970 | 1.0 | 0 |
| 2494 | 0.0 | 1.0 | 1.0 | 1316.0 | 36.786191 | 1.0 | 1.0 | 1.0 | 26.432129 | 1.0 | 60.0 | 1.0 | 60.0 | 0.0 | 60.0 | 0.0 | 0.0 | 1.0 | 1.0 | 121.0 | 3.700000 | 2.9 | 1.0 | 75.184532 | 10.0 | 562547.39760 | 0.0 | 1 |
| 2495 | 0.0 | 0.0 | 1.0 | 1533.0 | 36.786191 | 1.0 | 1.0 | 1.0 | 90.000000 | 1.0 | 30.0 | 1.0 | 32.0 | 1.0 | 27.0 | 0.0 | 0.0 | 1.0 | 1.0 | 137.0 | 4.059963 | 1.0 | 1.0 | 80.000000 | 21.0 | 354595.26913 | 0.0 | 1 |
| 2496 | 0.0 | 0.0 | 1.0 | 1140.0 | 36.045808 | 1.0 | 1.0 | 0.0 | 26.432129 | 1.0 | 4.0 | 0.0 | 3.0 | 0.0 | 4.0 | 0.0 | 0.0 | 1.0 | 0.0 | 134.0 | 3.700000 | 3.2 | 1.0 | 75.184532 | 15.0 | 34874.25110 | 1.0 | 1 |
| 2497 | 1.0 | 0.0 | 0.0 | 224.0 | 36.786191 | 1.0 | 1.0 | 0.0 | 2.000000 | 1.0 | 7.0 | 0.0 | 5.0 | 0.0 | 3.0 | 0.0 | 0.0 | 1.0 | 1.0 | 131.0 | 4.059963 | 2.2 | 1.0 | 68.000000 | 1.0 | 354595.26913 | 1.0 | 1 |
| 2498 | 0.0 | 0.0 | 0.0 | 141.0 | 36.786191 | 1.0 | 0.0 | 0.0 | 13.000000 | 1.0 | 14.0 | 1.0 | 8.0 | 0.0 | 5.0 | 1.0 | 0.0 | 0.0 | 1.0 | 133.0 | 4.059963 | 5.5 | 1.0 | 75.184532 | 15.0 | 354595.26913 | 1.0 | 1 |
| 2499 | 0.0 | 0.0 | 0.0 | 775.0 | 36.786191 | 0.0 | 1.0 | 0.0 | 26.432129 | 1.0 | 14.0 | 1.0 | 7.0 | 0.0 | 2.0 | 0.0 | 0.0 | 1.0 | 1.0 | 131.0 | 4.059963 | 4.8 | 1.0 | 75.184532 | 31.0 | 354595.26913 | 1.0 | 1 |